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cs.CL2026
InsightFlow: LLM-Driven Synthesis of Patient Narratives for Mental Health into Causal Models
Shreya Gupta, Prottay Kumar Adhikary, Bhavyaa Dave +3
Clinical case formulation organizes patient symptoms and psychosocial factors into causal models, often using the 5P framework. However, constructing such graphs from therapy trans…
cs.CL2024
SUKHSANDESH: An Avatar Therapeutic Question Answering Platform for Sexual Education in Rural India
Salam Michael Singh, Shubhmoy Kumar Garg, Amitesh Misra +2
Sexual education aims to foster a healthy lifestyle in terms of emotional, mental and social well-being. In countries like India, where adolescents form the largest demographic gro…
cs.CL2024
Exploring the Efficacy of Large Language Models in Summarizing Mental Health Counseling Sessions: A Benchmark Study
Prottay Kumar Adhikary, Aseem Srivastava, Shivani Kumar +7
Comprehensive summaries of sessions enable an effective continuity in mental health counseling, facilitating informed therapy planning. Yet, manual summarization presents a signifi…